N
int64
0
140
P
int64
5
145
K
int64
5
205
temperature
float64
8.83
41.9
humidity
float64
14.3
95
ph
float64
3.5
9.94
rainfall
float64
5.31
299
label
stringclasses
15 values
1
48
24
29.345946
85.604726
6.232837
59.0363
cowpeas
36
43
21
28.363194
84.859361
7.140438
52.930311
cowpeas
11
46
24
27.652802
89.806506
6.459252
56.52558
cowpeas
34
47
19
27.313728
85.448152
6.568795
53.152231
cowpeas
21
44
18
27.0691
86.899341
7.128511
50.467461
cowpeas
17
58
20
28.066428
85.916255
6.429379
39.23831
cowpeas
118
21
34
24.385346
64.725431
7.234258
119.632411
coffee
103
27
31
27.159985
51.591008
6.691541
126.175221
coffee
82
24
33
26.535432
67.096081
6.809594
120.649443
coffee
86
31
35
27.012073
60.766453
6.485761
191.450893
coffee
88
35
35
27.559065
58.457429
6.784461
117.938999
coffee
84
27
29
23.322932
53.003663
7.167093
168.264429
coffee
120
40
33
24.238506
54.303296
6.734105
115.156401
coffee
106
40
30
23.426116
64.106515
6.779984
122.684741
coffee
113
21
33
26.022414
55.83289
7.277423
176.902092
coffee
117
34
25
24.838462
56.768532
7.2127
124.413504
coffee
37
72
18
18.87615
24.540383
5.724242
105.412051
beans
40
73
20
21.59343
20.318712
5.811314
61.13872
beans
9
77
17
20.123733
24.452026
5.783425
106.158201
beans
1
62
23
15.435461
18.374779
5.607808
139.030203
beans
33
59
22
22.642369
21.593961
5.947
122.388602
beans
23
59
19
21.985608
24.873048
5.852047
129.56506
beans
6
62
22
20.530527
18.09224
5.824091
120.450929
beans
25
63
20
15.786014
21.145441
5.502999
95.170281
beans
7
79
23
19.636535
19.687511
5.82165
96.658889
beans
8
72
17
20.573412
19.752022
5.711439
87.878692
beans
27
64
15
20.160805
24.842076
5.514927
138.236212
beans
28
66
23
21.539892
24.253862
5.996161
120.691304
beans
32
57
18
15.538348
23.755602
5.695423
107.385059
beans
27
56
22
19.918531
20.700998
5.833011
108.643454
beans
17
77
24
20.769522
18.931469
5.568457
109.019371
beans
0
65
15
23.461683
23.221976
5.645436
95.842534
beans
13
72
21
24.321166
21.027867
5.821194
60.275525
beans
34
60
23
20.125741
24.969699
5.659255
100.049718
beans
9
80
19
21.806196
18.570866
5.945466
125.097269
beans
11
72
20
19.522262
24.926072
5.951177
113.334026
beans
3
67
24
17.000676
19.907905
5.52088
103.292641
beans
35
69
23
16.787915
24.968818
5.57841
75.45328
beans
3
77
25
24.849062
22.894646
5.608165
62.212922
beans
23
62
19
16.517835
20.45556
5.609435
98.777942
beans
22
71
17
18.153002
19.386021
5.509295
107.690796
beans
7
16
9
18.879577
92.043045
7.813917
114.665951
orange
20
7
9
29.477417
91.578029
7.129137
111.17275
orange
26
27
10
28.069032
92.914873
6.079998
114.133942
orange
5
23
15
25.669011
92.046708
7.408939
112.54242
orange
0
18
14
29.771494
92.0072
7.207991
114.416179
orange
39
24
14
30.554726
90.903438
7.18926
106.071199
orange
13
23
6
23.961476
90.26408
7.365338
102.69587
orange
21
17
15
23.982896
91.547315
7.455991
118.49017
orange
33
12
8
25.260527
90.311537
6.822282
117.36953
orange
6
9
12
31.083689
90.143626
7.028746
109.689466
orange
19
7
10
14.78003
91.220621
6.11843
100.196176
orange
24
18
6
26.566083
94.452397
6.285313
116.379653
orange
9
11
8
24.859034
94.390005
6.559237
111.780373
orange
31
8
7
34.514651
93.638127
7.163246
103.568493
orange
22
17
5
24.121887
90.723516
6.945563
102.835632
orange
13
5
8
23.853404
90.105225
7.474711
103.923226
orange
16
8
9
24.602975
91.284087
7.60119
111.294812
orange
4
13
6
15.63211
94.259662
7.561143
101.47057
orange
0
25
14
19.335168
91.979789
6.361671
116.450422
orange
8
7
10
28.262049
91.983174
6.929216
105.213226
orange
4
23
5
22.675945
93.363487
7.477935
110.333266
orange
33
14
8
21.032001
92.964197
7.68442
110.682394
orange
26
54
17
28.547414
88.957045
6.272588
49.489725
cowpeas
21
51
15
29.364884
89.188695
6.679127
48.301593
cowpeas
22
54
20
28.561498
83.638022
6.689825
41.013132
cowpeas
29
45
16
28.436835
87.913327
6.583382
43.120633
cowpeas
4
40
21
28.797281
80.457444
6.725551
44.300705
cowpeas
10
37
22
28.727527
89.127604
7.069748
58.529743
cowpeas
4
44
19
27.956397
83.52706
6.921994
43.257268
cowpeas
20
45
17
28.174587
83.696593
6.770955
37.246466
cowpeas
23
45
23
28.776535
86.69134
6.98313
56.124432
cowpeas
25
48
21
28.438097
83.489914
6.267684
52.5547
cowpeas
91
94
46
29.367924
76.249001
6.149934
92.828409
banana
105
95
50
27.33369
83.676752
5.849076
101.049479
banana
108
92
53
27.400536
82.962213
6.2768
104.9378
banana
86
76
54
29.315908
80.115857
5.926825
90.109781
banana
80
77
49
26.05433
79.396545
5.519088
113.229737
banana
93
94
53
25.866324
84.423793
6.079179
114.53575
banana
90
92
55
27.009321
80.185468
6.134656
97.325317
banana
108
89
53
29.550548
78.067628
5.808498
99.344822
banana
108
88
55
26.28846
83.390039
5.891458
113.87298
banana
105
77
52
29.162266
76.161516
5.816622
100.007568
banana
118
88
52
28.650039
82.687525
5.843163
98.750844
banana
101
87
54
29.073111
76.500452
6.376757
100.169264
banana
95
75
50
28.081661
75.264298
5.623616
118.276189
banana
106
85
53
27.19946
78.808607
5.915055
99.724308
banana
86
95
49
28.054841
78.046029
6.458715
108.395718
banana
83
79
55
25.14748
83.346882
5.565029
98.666794
banana
85
95
47
25.94019
78.34221
6.211833
119.84797
banana
109
79
45
27.667528
79.685428
6.490074
108.66464
banana
100
76
45
25.56703
75.940677
5.590236
102.786772
banana
117
86
48
28.69562
82.541958
6.225225
116.161684
banana
114
94
53
26.335449
76.853201
6.190757
118.685826
banana
110
78
50
25.937302
78.898644
5.915569
98.217475
banana
94
70
48
25.136865
84.883944
6.195152
91.464425
banana
80
71
47
27.505277
80.79784
6.156373
105.077699
banana